Introdução

Estes dados são provenientes, em sua grande maioria, dos sistemas administrativos da ESPM e, respeitando os artigos da LGPD, foram tratados a priori para omitir informações sobre os estudantes e sobre outros players envolvidos nos resultados.

Faz-se necessário observar que o uso contínuo desses dados requer uma organização mais assertiva no contexto de quem vai fornecer a informação e qual será a periodicidade do envio da mesma.

Esta análise foram possíveis diante da disponibilidade de recursos de secretaria da Unidade Rio e após grande empenho da professora Sheila Maia. Ou seja, saímos de um passo representado pela figura

Antes

Antes

E, em um futuro próximo, para alcançar maior assertividade, espera-se organizar o fluxo dos dados como representado na figura abaixo

Depois

Depois

Variação de Estudantes por curso

A seguir apresentam-se resultados relacionados ao número de estudantes matriculados por período em cada um dos cursos/unidades da ESPM. Faz-se necessário observar que pode ocorrer uma pequena variação entre os dados coletados pelas coordenações, secretaria e marketing. Os resultados de cada setor podem variar segundo o nível de acesso de quem coletou os dados, da data onde foi coletada e do status do estudante no momento da coleta.

Situação

Situação

Administração

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 62 56 148 70 124 78 138 66 165 0 0 0 0 0 0
2018_2 62 56 148 70 124 78 138 66 165 89 0 0 0 0 0
2019_1 34 39 66 69 124 77 136 64 160 86 159 0 0 0 0
2019_2 21 27 43 44 123 73 129 62 156 86 150 64 0 0 0
2020_1 15 24 22 32 82 68 125 61 153 85 150 63 183 0 0
2020_2 11 19 17 21 42 52 122 60 149 84 148 61 180 65 0
2021_1 4 13 11 15 24 27 74 57 143 82 144 58 180 59 163
2021_2 2 4 9 13 13 13 39 35 140 80 145 56 173 61 162

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -45 -30 -55 -1 0 -1 -1 -3 -3 -3 0 0 0 0 0
2019_2 -38 -31 -35 -36 -1 -5 -5 -3 -3 0 -6 0 0 0 0
2020_1 -29 -11 -49 -27 -33 -7 -3 -2 -2 -1 0 -2 0 0 0
2020_2 -27 -21 -23 -34 -49 -24 -2 -2 -3 -1 -1 -3 -2 0 0
2021_1 -64 -32 -35 -29 -43 -48 -39 -5 -4 -2 -3 -5 0 -9 0
2021_2 -50 -69 -18 -13 -46 -52 -47 -39 -2 -2 1 -3 -4 3 -1

RJ

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 13 9 29 22 24 21 24 22 29 0 0 0 0 0 0
2018_2 13 9 29 22 24 21 24 22 29 13 0 0 0 0 0
2019_1 6 7 19 22 22 19 24 22 28 13 23 0 0 0 0
2019_2 3 5 12 15 21 18 24 21 29 13 21 21 0 0 0
2020_1 3 4 8 14 13 16 24 22 27 12 21 20 37 0 0
2020_2 1 4 6 8 10 11 24 22 26 12 21 21 37 18 0
2021_1 1 1 2 7 8 5 12 22 22 12 20 21 35 16 22
2021_2 1 1 2 7 8 5 12 22 22 12 20 21 35 16 22

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -54 -22 -34 0 -8 -10 0 0 -3 0 0 0 0 0 0
2019_2 -50 -29 -37 -32 -5 -5 0 -5 4 0 -9 0 0 0 0
2020_1 0 -20 -33 -7 -38 -11 0 5 -7 -8 0 -5 0 0 0
2020_2 -67 0 -25 -43 -23 -31 0 0 -4 0 0 5 0 0 0
2021_1 0 -75 -67 -12 -20 -55 -50 0 -15 0 -5 0 -5 -11 0
2021_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

SUL

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 8 7 12 6 22 4 24 9 33 0 0 0 0 0 0
2018_2 8 7 12 6 22 4 24 9 33 11 0 0 0 0 0
2019_1 4 2 6 5 21 4 24 9 33 11 16 0 0 0 0
2019_2 2 2 5 4 20 3 24 9 33 11 16 8 0 0 0
2020_1 1 1 4 3 14 3 24 8 30 10 16 8 9 0 0
2020_2 0 1 3 2 8 2 24 7 30 10 15 7 9 3 0
2021_1 1 0 3 2 5 1 4 7 28 10 14 7 8 3 29
2021_2 1 0 2 1 3 1 2 6 27 9 14 7 8 3 27

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -50 -71 -50 -17 -5 0 0 0 0 0 0 0 0 0 0
2019_2 -50 0 -17 -20 -5 -25 0 0 0 0 0 0 0 0 0
2020_1 -50 -50 -20 -25 -30 0 0 -11 -9 -9 0 0 0 0 0
2020_2 0 0 -25 -33 -43 -33 0 -12 0 0 -6 -12 0 0 0
2021_1 0 0 0 0 -38 -50 -83 0 -7 0 -7 0 -11 0 0
2021_2 0 0 -33 -50 -40 0 -50 -14 -4 -10 0 0 0 0 -7

SUL B

Per_base 1601 1602 1701 1702 1801 1802 1901 1902 2101
2018_1 1 1 3 4 5 0 0 0 0
2018_2 1 1 3 4 5 1 0 0 0
2019_1 1 1 3 4 5 1 1 0 0
2019_2 0 0 3 4 5 1 1 1 0
2020_1 0 0 3 4 4 1 1 1 0
2020_2 0 0 3 4 3 1 1 1 0
2021_1 0 0 2 4 2 1 1 1 3
2021_2 0 0 2 4 2 1 1 1 3

Valores em porcentagem

Per_base 1601 1602 1701 1702 1801 1802 1901 1902 2101
2018_2 0 0 0 0 0 0 0 0 0
2019_1 0 0 0 0 0 0 0 0 0
2019_2 0 0 0 0 0 0 0 0 0
2020_1 0 0 0 0 -20 0 0 0 0
2020_2 0 0 0 0 -25 0 0 0 0
2021_1 0 0 -33 0 -33 0 0 0 0
2021_2 0 0 0 0 0 0 0 0 0

Cinema

SP

Per_base 1901 1902 2001 2002 2101
2019_1 62 0 0 0 0
2019_2 58 30 0 0 0
2020_1 59 30 83 0 0
2020_2 59 28 79 28 0
2021_1 58 27 80 28 51
2021_2 54 27 81 28 51

Valores em porcentagem

Per_base 1901 1902 2001 2002 2101
2019_2 -6 0 0 0 0
2020_1 2 0 0 0 0
2020_2 0 -7 -5 0 0
2021_1 -2 -4 1 0 0
2021_2 -7 0 1 0 0

RJ

Per_base 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 15 18 22 35 21 43 0 0 0 0 0 0
2018_2 15 18 22 35 21 43 23 0 0 0 0 0
2019_1 15 18 22 33 20 43 23 26 0 0 0 0
2019_2 4 18 21 32 19 43 22 23 22 0 0 0
2020_1 4 9 20 32 20 40 21 24 22 45 0 0
2020_2 3 7 10 29 18 40 21 24 22 42 21 0
2021_1 1 5 2 10 13 37 21 24 22 42 21 37
2021_2 1 5 2 10 13 37 21 23 22 42 21 37

Valores em porcentagem

Per_base 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 0 0 0 -6 -5 0 0 0 0 0 0 0
2019_2 -73 0 -5 -3 -5 0 -4 -12 0 0 0 0
2020_1 0 -50 -5 0 5 -7 -5 4 0 0 0 0
2020_2 -25 -22 -50 -9 -10 0 0 0 0 -7 0 0
2021_1 -67 -29 -80 -66 -28 -7 0 0 0 0 0 0
2021_2 0 0 0 0 0 0 0 -4 0 0 0 0

Ciências Sociais e do Consumo

SP

Per_base 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 10 19 17 32 20 41 0 0 0 0 0 0
2018_2 10 19 17 32 20 41 19 0 0 0 0 0
2019_1 10 19 17 32 19 40 16 45 0 0 0 0
2019_2 4 18 17 32 18 39 14 43 25 0 0 0
2020_1 1 11 15 31 17 39 14 41 25 42 0 0
2020_2 1 8 4 31 17 39 15 40 25 40 17 0
2021_1 0 5 0 10 16 37 15 41 24 41 16 26
2021_2 0 5 0 5 4 36 14 41 23 41 16 26

Valores em porcentagem

Per_base 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 0 0 0 0 -5 -2 -16 0 0 0 0 0
2019_2 -60 -5 0 0 -5 -3 -12 -4 0 0 0 0
2020_1 -75 -39 -12 -3 -6 0 0 -5 0 0 0 0
2020_2 0 -27 -73 0 0 0 7 -2 0 -5 0 0
2021_1 0 -38 0 -68 -6 -5 0 2 -4 2 -6 0
2021_2 0 0 0 -50 -75 -3 -7 0 -4 0 0 0

Comunicação e Publicidade

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 21 70 242 199 208 228 237 238 247 0 0 0 0 0 0
2018_2 21 70 242 199 208 228 237 238 247 228 0 0 0 0 0
2019_1 14 28 81 196 206 227 235 238 245 228 262 0 0 0 0
2019_2 9 20 28 52 206 225 233 235 237 224 259 300 0 0 0
2020_1 7 18 19 31 128 218 229 233 232 221 260 282 326 0 0
2020_2 3 11 12 12 24 85 228 226 230 214 257 288 320 251 0
2021_1 0 7 8 9 7 42 92 211 226 212 254 283 320 247 361
2021_2 0 0 5 6 6 23 31 71 219 205 248 279 314 245 359

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -33 -60 -67 -2 -1 0 -1 0 -1 0 0 0 0 0 0
2019_2 -36 -29 -65 -73 0 -1 -1 -1 -3 -2 -1 0 0 0 0
2020_1 -22 -10 -32 -40 -38 -3 -2 -1 -2 -1 0 -6 0 0 0
2020_2 -57 -39 -37 -61 -81 -61 0 -3 -1 -3 -1 2 -2 0 0
2021_1 0 -36 -33 -25 -71 -51 -60 -7 -2 -1 -1 -2 0 -2 0
2021_2 0 0 -38 -33 -14 -45 -66 -66 -3 -3 -2 -1 -2 -1 -1

RJ

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 36 23 113 60 130 64 122 64 107 0 0 0 0 0 0
2018_2 36 23 113 60 130 64 122 64 107 80 0 0 0 0 0
2019_1 31 11 32 58 126 62 118 62 107 78 129 0 0 0 0
2019_2 23 11 24 26 123 62 118 61 107 76 125 82 0 0 0
2020_1 17 9 11 11 50 60 118 61 102 73 126 82 131 0 0
2020_2 10 5 9 10 28 31 115 61 101 71 126 82 125 48 0
2021_1 6 1 3 4 12 16 40 50 91 70 123 82 127 45 132
2021_2 6 1 3 4 12 16 40 50 91 70 122 82 127 45 132

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -14 -52 -72 -3 -3 -3 -3 -3 0 -3 0 0 0 0 0
2019_2 -26 0 -25 -55 -2 0 0 -2 0 -3 -3 0 0 0 0
2020_1 -26 -18 -54 -58 -59 -3 0 0 -5 -4 1 0 0 0 0
2020_2 -41 -44 -18 -9 -44 -48 -3 0 -1 -3 0 0 -5 0 0
2021_1 -40 -80 -67 -60 -57 -48 -65 -18 -10 -1 -2 0 2 -6 0
2021_2 0 0 0 0 0 0 0 0 0 0 -1 0 0 0 0

SUL A

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 8 5 46 7 33 8 23 5 40 0 0 0 0 0 0
2018_2 8 5 46 7 33 8 23 5 40 9 0 0 0 0 0
2019_1 7 1 33 6 33 8 23 5 39 9 33 0 0 0 0
2019_2 7 2 30 5 33 8 23 5 39 9 33 12 0 0 0
2020_1 0 1 14 3 11 8 22 5 35 9 33 10 31 0 0
2020_2 0 0 9 2 10 5 22 5 36 9 32 11 31 14 0
2021_1 1 0 10 1 4 4 10 4 32 9 30 11 29 14 29
2021_2 0 0 9 2 2 4 8 1 30 9 28 8 30 14 28

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -12 -80 -28 -14 0 0 0 0 -3 0 0 0 0 0 0
2019_2 0 100 -9 -17 0 0 0 0 0 0 0 0 0 0 0
2020_1 0 -50 -53 -40 -67 0 -4 0 -10 0 0 -17 0 0 0
2020_2 0 0 -36 -33 -9 -38 0 0 3 0 -3 10 0 0 0
2021_1 -86 0 11 -50 -60 -20 -55 -20 -11 0 -6 0 -6 0 0
2021_2 0 0 -10 100 -50 0 -20 -75 -6 0 -7 -27 3 0 -3

SUL B

Per_base 1801 1802 1901 2001 2002 2101
2018_1 4 0 0 0 0 0
2018_2 4 1 0 0 0 0
2019_1 3 1 4 0 0 0
2019_2 4 1 4 0 0 0
2020_1 4 1 3 1 0 0
2020_2 4 1 3 1 1 0
2021_1 4 0 1 1 1 5
2021_2 4 0 2 1 1 5

Valores em porcentagem

Per_base 1801 1802 1901 2001 2002 2101
2018_2 0 0 0 0 0 0
2019_1 -25 0 0 0 0 0
2019_2 33 0 0 0 0 0
2020_1 0 0 -25 0 0 0
2020_2 0 0 0 0 0 0
2021_1 0 0 -67 0 0 0
2021_2 0 0 100 0 0 0

Design

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 7 7 43 13 51 13 60 16 63 0 0 0 0 0 0
2018_2 7 7 43 13 51 13 60 16 63 34 0 0 0 0 0
2019_1 5 2 16 13 50 13 56 16 62 33 75 0 0 0 0
2019_2 4 0 9 8 50 13 54 16 57 32 70 22 0 0 0
2020_1 4 0 1 4 19 13 52 16 54 28 70 20 61 0 0
2020_2 3 0 1 4 8 5 48 16 54 28 67 21 60 23 0
2021_1 0 0 1 2 7 5 26 14 55 26 67 20 60 23 78
2021_2 0 0 1 2 4 4 9 5 48 26 65 20 59 23 78

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -29 -71 -63 0 -2 0 -7 0 -2 -3 0 0 0 0 0
2019_2 -20 0 -44 -38 0 0 -4 0 -8 -3 -7 0 0 0 0
2020_1 0 0 -89 -50 -62 0 -4 0 -5 -12 0 -9 0 0 0
2020_2 -25 0 0 0 -58 -62 -8 0 0 0 -4 5 -2 0 0
2021_1 0 0 0 -50 -12 0 -46 -12 2 -7 0 -5 0 0 0
2021_2 0 0 0 0 -43 -20 -65 -64 -13 0 -3 0 -2 0 0

RJ

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 7 16 29 17 27 27 34 21 33 0 0 0 0 0 0
2018_2 7 16 29 17 27 27 34 21 33 38 0 0 0 0 0
2019_1 7 11 16 17 27 27 34 20 32 37 44 0 0 0 0
2019_2 5 9 15 15 27 27 34 19 32 36 43 35 0 0 0
2020_1 4 7 13 15 19 27 32 19 29 35 42 33 43 0 0
2020_2 2 7 10 10 16 25 32 18 29 33 39 33 43 22 0
2021_1 1 3 4 6 11 15 15 17 27 31 38 32 41 20 40
2021_2 1 3 4 6 11 15 15 17 27 31 38 32 41 20 40

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 0 -31 -45 0 0 0 0 -5 -3 -3 0 0 0 0 0
2019_2 -29 -18 -6 -12 0 0 0 -5 0 -3 -2 0 0 0 0
2020_1 -20 -22 -13 0 -30 0 -6 0 -9 -3 -2 -6 0 0 0
2020_2 -50 0 -23 -33 -16 -7 0 -5 0 -6 -7 0 0 0 0
2021_1 -50 -57 -60 -40 -31 -40 -53 -6 -7 -6 -3 -3 -5 -9 0
2021_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

SUL A

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 8 3 26 4 29 8 30 5 31 0 0 0 0 0 0
2018_2 8 3 26 4 29 8 30 5 31 16 0 0 0 0 0
2019_1 4 3 19 4 29 8 30 5 31 16 21 0 0 0 0
2019_2 4 3 17 4 29 8 30 5 31 16 21 10 0 0 0
2020_1 2 2 8 2 20 8 28 5 29 13 19 10 30 0 0
2020_2 1 2 4 2 13 7 28 5 29 12 18 9 29 8 0
2021_1 1 2 3 2 10 6 20 5 28 13 18 9 28 8 26
2021_2 0 1 2 1 6 6 12 4 25 10 17 8 27 8 25

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -50 0 -27 0 0 0 0 0 0 0 0 0 0 0 0
2019_2 0 0 -11 0 0 0 0 0 0 0 0 0 0 0 0
2020_1 -50 -33 -53 -50 -31 0 -7 0 -6 -19 -10 0 0 0 0
2020_2 -50 0 -50 0 -35 -12 0 0 0 -8 -5 -10 -3 0 0
2021_1 0 0 -25 0 -23 -14 -29 0 -3 8 0 0 -3 0 0
2021_2 0 -50 -33 -50 -40 0 -40 -20 -11 -23 -6 -11 -4 0 -4

SUL B

Per_base 1601 1602 1701 1702 1801 1901
2018_1 5 3 6 4 4 0
2018_2 5 3 6 4 4 0
2019_1 5 3 6 4 4 1
2019_2 4 3 5 4 4 1
2020_1 5 3 4 4 4 1
2020_2 4 3 4 4 4 1
2021_1 3 2 3 4 3 1
2021_2 3 0 3 3 3 1

Valores em porcentagem

Per_base 1601 1602 1701 1702 1801 1901
2018_2 0 0 0 0 0 0
2019_1 0 0 0 0 0 0
2019_2 -20 0 -17 0 0 0
2020_1 25 0 -20 0 0 0
2020_2 -20 0 0 0 0 0
2021_1 -25 -33 -25 0 -25 0
2021_2 0 0 0 -25 0 0

Jornalismo

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 6 9 38 10 37 20 46 20 49 0 0 0 0 0 0
2018_2 6 9 38 10 37 20 46 20 49 19 0 0 0 0 0
2019_1 6 5 6 10 36 20 45 19 49 19 53 0 0 0 0
2019_2 6 4 3 1 36 19 45 19 48 16 51 15 0 0 0
2020_1 6 4 2 0 11 19 45 19 47 14 51 15 62 0 0
2020_2 1 2 1 0 4 11 42 19 44 14 50 13 61 18 0
2021_1 0 1 1 0 2 4 12 17 44 14 50 14 62 18 34
2021_2 0 0 0 0 1 2 4 6 44 12 48 14 62 16 34

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 0 -44 -84 0 -3 0 -2 -5 0 0 0 0 0 0 0
2019_2 0 -20 -50 -90 0 -5 0 0 -2 -16 -4 0 0 0 0
2020_1 0 0 -33 0 -69 0 0 0 -2 -12 0 0 0 0 0
2020_2 -83 -50 -50 0 -64 -42 -7 0 -6 0 -2 -13 -2 0 0
2021_1 0 -50 0 0 -50 -64 -71 -11 0 0 0 8 2 0 0
2021_2 0 0 0 0 -50 -50 -67 -65 0 -14 -4 0 0 -11 0

RJ

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 5 7 10 7 14 21 27 15 27 0 0 0 0 0 0
2018_2 5 7 10 7 14 21 27 15 27 20 0 0 0 0 0
2019_1 3 4 5 7 14 20 26 15 27 20 34 0 0 0 0
2019_2 3 3 5 5 13 19 25 15 27 20 32 22 0 0 0
2020_1 2 2 1 1 6 18 24 15 26 20 34 19 44 0 0
2020_2 2 1 1 1 3 16 24 15 26 20 34 20 44 21 0
2021_1 1 1 0 0 0 4 8 14 23 20 34 19 43 20 34
2021_2 1 1 0 0 0 4 8 14 23 20 34 19 43 20 34

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -40 -43 -50 0 0 -5 -4 0 0 0 0 0 0 0 0
2019_2 0 -25 0 -29 -7 -5 -4 0 0 0 -6 0 0 0 0
2020_1 -33 -33 -80 -80 -54 -5 -4 0 -4 0 6 -14 0 0 0
2020_2 0 -50 0 0 -50 -11 0 0 0 0 0 5 0 0 0
2021_1 -50 0 0 0 0 -75 -67 -7 -12 0 0 -5 -2 -5 0
2021_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

SUL A

Per_base 1401 1402 1501 1502 1601 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 2 2 6 4 12 6 3 8 0 0 0 0 0 0
2018_2 2 2 6 4 12 6 3 8 6 0 0 0 0 0
2019_1 0 1 2 3 12 6 3 7 5 14 0 0 0 0
2019_2 0 1 2 3 12 6 3 7 5 14 8 0 0 0
2020_1 0 0 0 1 5 5 3 7 5 13 8 12 0 0
2020_2 0 0 0 1 2 5 3 7 5 13 7 11 5 0
2021_1 0 0 0 0 1 1 3 7 5 13 7 10 5 16
2021_2 0 0 0 0 1 1 2 7 5 13 7 9 5 16

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 0 -50 -67 -25 0 0 0 -12 -17 0 0 0 0 0
2019_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2020_1 0 0 0 -67 -58 -17 0 0 0 -7 0 0 0 0
2020_2 0 0 0 0 -60 0 0 0 0 0 -12 -8 0 0
2021_1 0 0 0 0 -50 -80 0 0 0 0 0 -9 0 0
2021_2 0 0 0 0 0 0 -33 0 0 0 0 -10 0 0

SUL B

Per_base 1601 1701 1801 2001 2002 2101
2018_1 1 1 3 0 0 0
2018_2 1 1 3 0 0 0
2019_1 1 1 3 0 0 0
2019_2 1 1 3 0 0 0
2020_1 1 0 3 2 0 0
2020_2 1 0 3 2 2 0
2021_1 1 0 3 2 2 1
2021_2 0 1 2 2 2 1

Valores em porcentagem

Per_base 1601 1701 1801 2001 2002 2101
2018_2 0 0 0 0 0 0
2019_1 0 0 0 0 0 0
2019_2 0 0 0 0 0 0
2020_1 0 0 0 0 0 0
2020_2 0 0 0 0 0 0
2021_1 0 0 0 0 0 0
2021_2 0 0 -33 0 0 0

Relações Internacionais

SP

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 16 7 97 24 71 37 88 37 90 0 0 0 0 0 0
2018_2 16 7 97 24 71 37 88 37 90 45 0 0 0 0 0
2019_1 6 3 47 23 69 37 88 36 89 45 131 0 0 0 0
2019_2 4 2 24 13 69 36 87 36 87 45 125 48 0 0 0
2020_1 3 1 14 7 26 35 86 35 83 45 125 47 149 0 0
2020_2 2 0 9 5 13 14 83 34 81 44 123 47 141 51 0
2021_1 0 0 5 3 4 3 29 31 81 43 121 46 141 50 132
2021_2 0 0 3 3 3 3 14 11 78 41 118 46 140 50 129

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -62 -57 -52 -4 -3 0 0 -3 -1 0 0 0 0 0 0
2019_2 -33 -33 -49 -43 0 -3 -1 0 -2 0 -5 0 0 0 0
2020_1 -25 -50 -42 -46 -62 -3 -1 -3 -5 0 0 -2 0 0 0
2020_2 -33 0 -36 -29 -50 -60 -3 -3 -2 -2 -2 0 -5 0 0
2021_1 0 0 -44 -40 -69 -79 -65 -9 0 -2 -2 -2 0 -2 0
2021_2 0 0 -40 0 -25 0 -52 -65 -4 -5 -2 0 -1 0 -2

SUL

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 21 3 37 9 21 3 19 4 24 0 0 0 0 0 0
2018_2 21 3 37 9 21 3 19 4 24 8 0 0 0 0 0
2019_1 16 1 21 9 20 3 18 4 24 8 23 0 0 0 0
2019_2 8 1 12 7 20 3 18 4 23 8 23 11 0 0 0
2020_1 3 0 8 5 13 2 17 3 21 8 22 10 21 0 0
2020_2 3 0 3 3 10 2 17 3 21 7 21 10 21 12 0
2021_1 3 0 1 3 6 1 14 3 18 7 20 10 21 12 20
2021_2 2 0 2 2 2 0 6 3 18 6 19 9 20 12 17

Valores em porcentagem

Per_base 1401 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -24 -67 -43 0 -5 0 -5 0 0 0 0 0 0 0 0
2019_2 -50 0 -43 -22 0 0 0 0 -4 0 0 0 0 0 0
2020_1 -62 0 -33 -29 -35 -33 -6 -25 -9 0 -4 -9 0 0 0
2020_2 0 0 -62 -40 -23 0 0 0 0 -12 -5 0 0 0 0
2021_1 0 0 -67 0 -40 -50 -18 0 -14 0 -5 0 0 0 0
2021_2 -33 0 100 -33 -67 0 -57 0 0 -14 -5 -10 -5 0 -15

SUL B

Per_base 1601 1602 1701 1801 2001 2101
2018_1 2 1 5 5 0 0
2018_2 2 1 5 5 0 0
2019_1 2 0 5 5 0 0
2019_2 2 1 5 5 0 0
2020_1 2 1 5 5 2 0
2020_2 2 1 5 5 2 0
2021_1 1 1 4 4 2 1
2021_2 0 1 3 3 2 1

Valores em porcentagem

Per_base 1601 1602 1701 1801 2001 2101
2018_2 0 0 0 0 0 0
2019_1 0 0 0 0 0 0
2019_2 0 0 0 0 0 0
2020_1 0 0 0 0 0 0
2020_2 0 0 0 0 0 0
2021_1 -50 0 -20 -20 0 0
2021_2 0 0 -25 -25 0 0

Tech

SP

Per_base 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_1 5 23 9 17 7 21 10 26 0 0 0 0 0 0
2018_2 5 23 9 17 7 21 10 26 14 0 0 0 0 0
2019_1 2 5 9 17 7 21 9 26 14 44 0 0 0 0
2019_2 2 1 3 17 7 21 8 24 14 42 26 0 0 0
2020_1 2 1 2 17 7 21 8 24 14 43 24 41 0 0
2020_2 2 0 1 3 1 21 8 24 14 42 20 40 8 0
2021_1 1 0 1 1 0 5 8 23 13 40 21 39 8 38
2021_2 1 0 0 1 0 1 1 22 13 40 21 37 8 37

Valores em porcentagem

Per_base 1402 1501 1502 1601 1602 1701 1702 1801 1802 1901 1902 2001 2002 2101
2018_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2019_1 -60 -78 0 0 0 0 -10 0 0 0 0 0 0 0
2019_2 0 -80 -67 0 0 0 -11 -8 0 -5 0 0 0 0
2020_1 0 0 -33 0 0 0 0 0 0 2 -8 0 0 0
2020_2 0 0 -50 -82 -86 0 0 0 0 -2 -17 -2 0 0
2021_1 -50 0 0 -67 0 -76 0 -4 -7 -5 5 -3 0 0
2021_2 0 0 0 0 0 -80 -88 -4 0 0 0 -5 0 -3

Análise dos Coeficientes de Rendimento

Para este resultado foram analisados as Notas e Faltas dos estudantes de todas as unidades da ESPM e realizados cálculos com vistas e identificar o CR médio e a Frequência média dos estudantes de cada um dos referidos cursos.

Por curso

Por tipo de ingresso

Por rede do colégio

Por cor - raça

Por Gênero

Análise dos resultados referentes aos status

Estudantes que estão em todos os parâmetros.

Total de períodos cursados.